Packing machine fault detection method, system and device and storage medium

• Main Author: CAO JIGANG
• Format: Patent
• Language: Chinese; English
• Published: 04.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention relates to the technical field of packaging machine faults, and provides a packaging machine fault detection method, system and device and a storage medium. The method comprises the following steps: inputting various data in each piece of training data into a packaging machine fault detection model, and in the packaging machine fault detection model, respectively processing working parameters and abnormal data through a text feature extraction network to obtain parameter features and abnormal features; respectively processing the image of the packaging machine and the image of the packaging material through an image feature extraction network to obtain packaging machine features and packaging material features; processing the parameter features, the abnormal features, the packaging machine features and the package features through a multi-modal feature processing network to obtain multi-modal features; processing the multi-modal features through a classification network to obtain a fault detecti